Update README.md

README.md

@@ -80,4 +80,30 @@ compute_metrics(dataset["text"], transcriptions, languages=dataset["language"])
 Alternatively, if you already have transcriptions, you might prefer to skip loading the audio:
 ```python
 dataset = load_dataset("audioshake/jam-alt", revision="v1.0.0", with_audio=False)["test"]
+```
+
+## Citation
+
+When using the benchmark, please cite our paper as well as the original Jamendo Lyrics paper:
+```bibtex
+@misc{cifka-2023-jam-alt,
+  author       = {Ond\v{r}ej C\'ifka and
+                  Constantinos Dimitriou and
+                  {Cheng-i} Wang and
+                  Hendrik Schreiber and
+                  Luke Miner and
+                  Fabian-Robert St\"oter},
+  title        = {{Jam-ALT}: A Formatting-Aware Lyrics Transcription Benchmark},
+  eprint       = {arXiv:2311.13987},
+  year         = 2023
+}
+@inproceedings{durand-2023-contrastive,
+  author={Durand, Simon and Stoller, Daniel and Ewert, Sebastian},
+  booktitle={2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)}, 
+  title={Contrastive Learning-Based Audio to Lyrics Alignment for Multiple Languages}, 
+  year={2023},
+  pages={1-5},
+  address={Rhodes Island, Greece},
+  doi={10.1109/ICASSP49357.2023.10096725}
+}
 ```